{"id":"W2171333025","doi":"10.1086/504355","title":"Accuracy of Healthcare Worker Recall and Medical Record Review for Identifying Infectious Exposures to Hospitalized Patients","year":2006,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hamilton Health Sciences; McMaster University; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medical record; Recall; Medicine; Health care; Documentation; Medical emergency; Intensive care unit; Family medicine; Emergency medicine; Intensive care medicine; Psychology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002211975,0.000299545,0.001498019,0.0002366594,0.0001966928,0.00001120209,0.00005488702,0.0004294529,0.00004690716],"category_scores_gemma":[0.01940121,0.000257072,0.0002449086,0.0002302188,0.0001619895,0.0001463685,0.00005235379,0.0003689306,0.000005993738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130985,"about_ca_system_score_gemma":0.0001253723,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008546442,"about_ca_topic_score_gemma":0.0009126971,"domain_scores_codex":[0.9965524,0.0005987991,0.001544713,0.0005911788,0.000195693,0.0005172086],"domain_scores_gemma":[0.994799,0.002835404,0.0006781334,0.0002756963,0.0009963884,0.0004153446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003027743,0.0001537383,0.8599949,0.001705656,0.00008500922,0.000001975488,0.00003386476,0.000003424891,0.00001078676,0.001774668,0.003807292,0.1321258],"study_design_scores_gemma":[0.005903247,0.003976829,0.9492833,0.001819838,0.0001916357,0.00005031017,0.000006192434,0.0002856332,0.000005629407,0.002644883,0.03557615,0.0002563578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755839,0.03119753,0.01625087,0.06836259,0.002417628,0.0057025,0.00005633644,0.0002066662,0.0002219086],"genre_scores_gemma":[0.9707881,0.01208436,0.0005762639,0.01509906,0.0005925841,0.0007252969,0.00005898399,0.00003603405,0.00003928448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1318695,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260100360229271,"score_gpt":0.3748101001922515,"score_spread":0.3422090965899587,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}